{"id":"https://openalex.org/W4401418700","doi":"https://doi.org/10.1016/j.cmpb.2024.108367","title":"UC-Hybrid: Uncertainty-based contrastive learning on hybrid network for medical image segmentation","display_name":"UC-Hybrid: Uncertainty-based contrastive learning on hybrid network for medical image segmentation","publication_year":2024,"publication_date":"2024-08-08","ids":{"openalex":"https://openalex.org/W4401418700","doi":"https://doi.org/10.1016/j.cmpb.2024.108367","pmid":"https://pubmed.ncbi.nlm.nih.gov/39141962"},"language":"en","primary_location":{"id":"doi:10.1016/j.cmpb.2024.108367","doi":"https://doi.org/10.1016/j.cmpb.2024.108367","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cmpb.2024.108367","pdf_url":null,"source":{"id":"https://openalex.org/S138959710","display_name":"Computer Methods and Programs in Biomedicine","issn_l":"0169-2607","issn":["0169-2607","1872-7565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods and Programs in Biomedicine","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100689634","display_name":"So Hyun Kim","orcid":"https://orcid.org/0000-0003-4269-0866","observed_orcids":["https://orcid.org/0000-0003-4269-0866"]},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"So Hyun Kim","raw_affiliation_strings":["School of Software, Soongsil University, 369 Sangdo-Ro, Dongjak-Gu, Seoul, 06978, South Korea. Electronic address: kshyun9128@soongsil.ac.kr","School of Software, Soongsil University, 369 Sangdo-Ro, Dongjak-Gu, Seoul, 06978, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Soongsil University, 369 Sangdo-Ro, Dongjak-Gu, Seoul, 06978, South Korea. Electronic address: kshyun9128@soongsil.ac.kr","institution_ids":["https://openalex.org/I141371507"]},{"raw_affiliation_string":"School of Software, Soongsil University, 369 Sangdo-Ro, Dongjak-Gu, Seoul, 06978, South Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039536609","display_name":"Minyoung Chung","orcid":"https://orcid.org/0000-0001-7503-3307","observed_orcids":["https://orcid.org/0000-0001-7503-3307"]},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Minyoung Chung","raw_affiliation_strings":["School of Software, Soongsil University, 369 Sangdo-Ro, Dongjak-Gu, Seoul, 06978, South Korea. Electronic address: chungmy@ssu.ac.kr","School of Software, Soongsil University, 369 Sangdo-Ro, Dongjak-Gu, Seoul, 06978, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-7503-3307","affiliations":[{"raw_affiliation_string":"School of Software, Soongsil University, 369 Sangdo-Ro, Dongjak-Gu, Seoul, 06978, South Korea. Electronic address: chungmy@ssu.ac.kr","institution_ids":["https://openalex.org/I141371507"]},{"raw_affiliation_string":"School of Software, Soongsil University, 369 Sangdo-Ro, Dongjak-Gu, Seoul, 06978, South Korea","institution_ids":["https://openalex.org/I141371507"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039536609"],"corresponding_institution_ids":["https://openalex.org/I141371507"],"apc_list":{"value":2880,"currency":"USD","value_usd":2880},"apc_paid":null,"fwci":0.8359,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.70570555,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"255","issue":null,"first_page":"108367","last_page":"108367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.003599999938160181,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/medical-image-segmentation","display_name":"medical image segmentation","score":0.9660000205039978},{"id":"https://openalex.org/keywords/uncertainty-estimation","display_name":"uncertainty estimation","score":0.7649999856948853},{"id":"https://openalex.org/keywords/contrastive-learning","display_name":"contrastive learning","score":0.9959999918937683},{"id":"https://openalex.org/keywords/multi-organ-segmentation","display_name":"multi-organ segmentation","score":0.8809999823570251},{"id":"https://openalex.org/keywords/false-positive-reduction","display_name":"false positive reduction","score":0.7699999809265137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8374263644218445},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7724869251251221},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7351468801498413},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6407073736190796},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5557924509048462},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5073394179344177},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.505441427230835},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.5035931468009949},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4991598129272461},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4655474126338959},{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.4417590796947479},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4358586072921753},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.42758065462112427},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3288993835449219},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.23982837796211243},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D035501","descriptor_name":"Uncertainty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.cmpb.2024.108367","doi":"https://doi.org/10.1016/j.cmpb.2024.108367","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cmpb.2024.108367","pdf_url":null,"source":{"id":"https://openalex.org/S138959710","display_name":"Computer Methods and Programs in Biomedicine","issn_l":"0169-2607","issn":["0169-2607","1872-7565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods and Programs in Biomedicine","raw_type":"journal-article"},{"id":"pmid:39141962","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39141962","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer methods and programs in biomedicine","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G8373561807","display_name":null,"funder_award_id":"20024280","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"}],"funders":[{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2160754664","https://openalex.org/W2194775991","https://openalex.org/W2432481613","https://openalex.org/W2531409750","https://openalex.org/W2600383743","https://openalex.org/W2734349601","https://openalex.org/W2893299523","https://openalex.org/W2937967522","https://openalex.org/W2970971581","https://openalex.org/W3094502228","https://openalex.org/W3122412340","https://openalex.org/W3127751679","https://openalex.org/W3183302989","https://openalex.org/W3197957534","https://openalex.org/W3216078403","https://openalex.org/W4212875960","https://openalex.org/W4221163766","https://openalex.org/W4282935002","https://openalex.org/W4287181769","https://openalex.org/W4294192129","https://openalex.org/W4297808394","https://openalex.org/W4308610041","https://openalex.org/W4361807184","https://openalex.org/W4375861086","https://openalex.org/W4386882710","https://openalex.org/W4387211216","https://openalex.org/W6765526216"],"related_works":["https://openalex.org/W4412709164","https://openalex.org/W4317639940","https://openalex.org/W4385853022","https://openalex.org/W4417330802","https://openalex.org/W4389427070","https://openalex.org/W7160904277","https://openalex.org/W4417249921","https://openalex.org/W4394693725","https://openalex.org/W4399733816","https://openalex.org/W4220980870"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2024-08-09T00:00:00"}
